egglog 2.0.0

egglog is a language that combines the benefits of equality saturation and datalog. It can be used for analysis, optimization, and synthesis of programs. It is the successor to the popular rust library egg.
Documentation
; benchmark for extracting an expression with vecs
; Added to resolve performance issue from
; https://egraphs.zulipchat.com/#narrow/channel/375765-egg.2Fegglog/topic/bottleneck.20in.20run_program.20function/near/488126763
(sort IntTuple)
(constructor IntTuple___add__ (IntTuple IntTuple) IntTuple)
(sort Int)
(constructor IntTuple___init__ (Int) IntTuple)
(constructor Int___init__ (i64) Int)
(let $%__expr_7592761031329981043 (IntTuple___add__ (IntTuple___init__ (Int___init__ 4096)) (IntTuple___init__ (Int___init__ 4096))))
(sort StringTensor)
(constructor StringTensor___init__ (String) StringTensor)
(let $%__expr_43250753374430182 (StringTensor___init__ "f32"))
(let $%__expr_-1060255801218150525 (IntTuple___init__ (Int___init__ 64)))
(sort FloatTuple)
(sort Float)
(constructor FloatTuple___init__ (Float) FloatTuple)
(constructor Float_var (String) Float)
(let $%__expr_6876991871512843363 (FloatTuple___init__ (Float_var "tensor")))
(let $%__expr_6314892714057070213 (IntTuple___add__ (IntTuple___init__ (Int___init__ 4096)) (IntTuple___init__ (Int___init__ 1024))))
(let $%__expr_3084822801102392870 (IntTuple___add__ (IntTuple___init__ (Int___init__ 1)) (IntTuple___add__ (IntTuple___init__ (Int___init__ 4)) (IntTuple___add__ (IntTuple___init__ (Int___init__ 32)) (IntTuple___init__ (Int___init__ 128))))))
(let $%__expr_3450190312220285211 (IntTuple___add__ (IntTuple___init__ (Int___init__ 1)) $%__expr_-1060255801218150525))
(sort Tensor)
(sort UnaryOp)
(constructor UnaryOp___call__ (UnaryOp Tensor) Tensor)
(constructor cosine_xla (IntTuple StringTensor StringTensor) UnaryOp)
(sort BinaryOp)
(constructor BinaryOp___call__ (BinaryOp Tensor Tensor) Tensor)
(constructor dot_xla (IntTuple StringTensor StringTensor) BinaryOp)
(constructor reshape (IntTuple StringTensor StringTensor) UnaryOp)
(constructor convert_xla (IntTuple StringTensor StringTensor) UnaryOp)
(constructor Tensor___init__ (StringTensor IntTuple StringTensor FloatTuple) Tensor)
(sort Constant)
(constructor Constant_tensor (Constant) Tensor)
(constructor Constant___init__ (Tensor) Constant)
(constructor FloatTuple___add__ (FloatTuple FloatTuple) FloatTuple)
(constructor Float___init__ (f64) Float)
(let $%__expr_-5393032001490244878 (UnaryOp___call__ (cosine_xla $%__expr_3450190312220285211 $%__expr_43250753374430182 (StringTensor___init__ "cosine.37")) (BinaryOp___call__ (dot_xla $%__expr_3450190312220285211 $%__expr_43250753374430182 (StringTensor___init__ "dot.35")) (UnaryOp___call__ (reshape (IntTuple___add__ (IntTuple___init__ (Int___init__ 1)) (IntTuple___init__ (Int___init__ 1))) $%__expr_43250753374430182 (StringTensor___init__ "reshape.32")) (UnaryOp___call__ (convert_xla (IntTuple___init__ (Int___init__ 1)) $%__expr_43250753374430182 (StringTensor___init__ "convert.31")) (Tensor___init__ (StringTensor___init__ "p1.2") (IntTuple___init__ (Int___init__ 1)) (StringTensor___init__ "s32") $%__expr_6876991871512843363))) (UnaryOp___call__ (reshape $%__expr_3450190312220285211 $%__expr_43250753374430182 (StringTensor___init__ "reshape.34")) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.33") $%__expr_-1060255801218150525 $%__expr_43250753374430182 (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 1.0)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.814617217)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.663601279)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.540581)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.440366626)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.358730227)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.292227834)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.238053814)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.193922758)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.157972813)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.128687382)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.10483095)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0853971)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0695659518)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0566696189)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0461640507)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0376060307)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0306345206)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0249554086)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0203291047)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0165604409)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0134904198)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0109895291)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00895225909)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00729266508)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00594073068)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00483942125)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00394227589)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00321144611)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00216657063)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00137189368)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00085675146)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.000524846)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00031269365)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.000178507791)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000955621217)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000778465546)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000634151438)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000516590699)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000420823671)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000342810235)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000279259093)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.000022748929)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000185316694)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000150962178)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000122976389)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000100178686)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000081607277)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000664786967)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000541546933)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000441153452)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000359371188)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000292749974)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000238479174)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000194269251)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000158255079)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000128917316)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000105018262)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.000000855496921)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.000000696902532)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000056770881)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000046246538)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000037673226)) (FloatTuple___init__ (Float___init__ 0.000000306892588))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))
(let $%__expr_-8670240704503480357 (IntTuple___add__ (IntTuple___init__ (Int___init__ 4)) (IntTuple___init__ (Int___init__ 1024))))
(let $%__expr_-7431140694611891752 (IntTuple___add__ (IntTuple___init__ (Int___init__ 4)) (IntTuple___init__ (Int___init__ 4096))))
(let $%__expr_3287298976543486160 (IntTuple___init__ (Int___init__ 128)))
(let $%__expr_121285346798222255 (IntTuple___init__ (Int___init__ 8)))
(let $%__expr_887281436623096487 (IntTuple___add__ (IntTuple___init__ (Int___init__ 1)) (IntTuple___add__ (IntTuple___init__ (Int___init__ 4)) (IntTuple___add__ $%__expr_121285346798222255 $%__expr_3287298976543486160))))
(let $%__expr_-4757619983568283752 (IntTuple___add__ (IntTuple___init__ (Int___init__ 1)) (IntTuple___init__ (Int___init__ 1))))
(let $%__expr_780613561810849412 (IntTuple___init__ (Int___init__ 4)))
(let $%__expr_954616962426675872 (IntTuple___init__ (Int___init__ 4096)))
(let $%__expr_970988463324955075 (IntTuple___add__ $%__expr_954616962426675872 (IntTuple___add__ (IntTuple___init__ (Int___init__ 1)) $%__expr_780613561810849412)))
(constructor custom_call (IntTuple StringTensor StringTensor) UnaryOp)
(let $%__expr_-1015891627560160117 (UnaryOp___call__ (reshape (IntTuple___add__ $%__expr_954616962426675872 $%__expr_780613561810849412) $%__expr_43250753374430182 (StringTensor___init__ "reshape.64")) (UnaryOp___call__ (custom_call $%__expr_970988463324955075 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.63")) (Tensor___init__ (StringTensor___init__ "p0.1") $%__expr_970988463324955075 $%__expr_43250753374430182 $%__expr_6876991871512843363))))
(let $%__expr_-4332189904498382722 (StringTensor___init__ "s32"))
(let $%__expr_-9145136852942948248 (IntTuple___init__ (Int___init__ 1)))
(let $%__expr_-7238469713715515801 (Tensor___init__ (StringTensor___init__ "p1.2") (IntTuple___init__ (Int___init__ 1)) (StringTensor___init__ "s32") $%__expr_6876991871512843363))
(let $%__expr_3334001411147306849 (IntTuple___add__ $%__expr_-9145136852942948248 (IntTuple___add__ $%__expr_780613561810849412 (IntTuple___add__ $%__expr_121285346798222255 $%__expr_-1060255801218150525))))
(let $%__expr_4125339309995993167 (BinaryOp___call__ (dot_xla $%__expr_3450190312220285211 $%__expr_43250753374430182 (StringTensor___init__ "dot.35")) (UnaryOp___call__ (reshape (IntTuple___add__ (IntTuple___init__ (Int___init__ 1)) (IntTuple___init__ (Int___init__ 1))) $%__expr_43250753374430182 (StringTensor___init__ "reshape.32")) (UnaryOp___call__ (convert_xla (IntTuple___init__ (Int___init__ 1)) $%__expr_43250753374430182 (StringTensor___init__ "convert.31")) (Tensor___init__ (StringTensor___init__ "p1.2") (IntTuple___init__ (Int___init__ 1)) (StringTensor___init__ "s32") $%__expr_6876991871512843363))) (UnaryOp___call__ (reshape $%__expr_3450190312220285211 $%__expr_43250753374430182 (StringTensor___init__ "reshape.34")) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.33") $%__expr_-1060255801218150525 $%__expr_43250753374430182 (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 1.0)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.814617217)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.663601279)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.540581)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.440366626)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.358730227)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.292227834)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.238053814)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.193922758)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.157972813)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.128687382)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.10483095)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0853971)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0695659518)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0566696189)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0461640507)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0376060307)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0306345206)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0249554086)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0203291047)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0165604409)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0134904198)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0109895291)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00895225909)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00729266508)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00594073068)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00483942125)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00394227589)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00321144611)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00216657063)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00137189368)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00085675146)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.000524846)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00031269365)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.000178507791)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000955621217)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000778465546)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000634151438)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000516590699)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000420823671)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000342810235)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000279259093)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.000022748929)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000185316694)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000150962178)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000122976389)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000100178686)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.0000081607277)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000664786967)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000541546933)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000441153452)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000359371188)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000292749974)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000238479174)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000194269251)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000158255079)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000128917316)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000105018262)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.000000855496921)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.000000696902532)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000056770881)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000046246538)) (FloatTuple___add__ (FloatTuple___init__ (Float___init__ 0.00000037673226)) (FloatTuple___init__ (Float___init__ 0.000000306892588)))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))
(constructor slice_xla (IntTuple StringTensor StringTensor) UnaryOp)
(let $%__expr_396210295990978615 (UnaryOp___call__ (slice_xla $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "slice.89")) (UnaryOp___call__ (reshape $%__expr_887281436623096487 $%__expr_43250753374430182 (StringTensor___init__ "reshape.69")) (BinaryOp___call__ (dot_xla $%__expr_-8670240704503480357 $%__expr_43250753374430182 (StringTensor___init__ "dot.66")) $%__expr_-1015891627560160117 (UnaryOp___call__ (custom_call $%__expr_6314892714057070213 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.55")) (Tensor___init__ (StringTensor___init__ "p10.11") $%__expr_6314892714057070213 $%__expr_43250753374430182 $%__expr_6876991871512843363))))))
(let $%__expr_2245507861544664623 (UnaryOp___call__ (slice_xla $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "slice.88")) (UnaryOp___call__ (reshape $%__expr_887281436623096487 $%__expr_43250753374430182 (StringTensor___init__ "reshape.69")) (BinaryOp___call__ (dot_xla $%__expr_-8670240704503480357 $%__expr_43250753374430182 (StringTensor___init__ "dot.66")) $%__expr_-1015891627560160117 (UnaryOp___call__ (custom_call $%__expr_6314892714057070213 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.55")) (Tensor___init__ (StringTensor___init__ "p10.11") $%__expr_6314892714057070213 $%__expr_43250753374430182 $%__expr_6876991871512843363))))))
(constructor broadcast (IntTuple StringTensor StringTensor IntTuple) UnaryOp)
(constructor sine_xla (IntTuple StringTensor StringTensor) UnaryOp)
(let $%__expr_-2560546514565477853 (UnaryOp___call__ (broadcast $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.85") (IntTuple___init__ (Int___init__ 3))) (UnaryOp___call__ (reshape $%__expr_-1060255801218150525 $%__expr_43250753374430182 (StringTensor___init__ "reshape.84")) (UnaryOp___call__ (sine_xla $%__expr_3450190312220285211 $%__expr_43250753374430182 (StringTensor___init__ "sine.36")) $%__expr_4125339309995993167))))
(let $%__expr_2098444771798610723 (IntTuple___init__ (Int___init__ 0)))
(let $%__expr_-2563210909664800482 (UnaryOp___call__ (broadcast (IntTuple___add__ $%__expr_-9145136852942948248 (IntTuple___add__ $%__expr_780613561810849412 (IntTuple___add__ (IntTuple___init__ (Int___init__ 32)) $%__expr_-1060255801218150525))) $%__expr_43250753374430182 (StringTensor___init__ "broadcast.74") (IntTuple___init__ (Int___init__ 3))) (UnaryOp___call__ (reshape $%__expr_-1060255801218150525 $%__expr_43250753374430182 (StringTensor___init__ "reshape.73")) $%__expr_-5393032001490244878)))
(let $%__expr_-8885688171770723304 (IntTuple___add__ $%__expr_-9145136852942948248 (IntTuple___add__ $%__expr_780613561810849412 (IntTuple___add__ (IntTuple___init__ (Int___init__ 32)) $%__expr_-1060255801218150525))))
(let $%__expr_2414785639879353357 (IntTuple___init__ (Int___init__ 3)))
(let $%__expr_4736034328705582859 (Tensor___init__ (StringTensor___init__ "p2.3") $%__expr_780613561810849412 $%__expr_-4332189904498382722 $%__expr_6876991871512843363))
(let $%__expr_1830038476767106560 (IntTuple___add__ $%__expr_780613561810849412 $%__expr_3287298976543486160))
(let $%__expr_-6507916738617989136 (UnaryOp___call__ (slice_xla $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "slice.75")) (UnaryOp___call__ (reshape $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "reshape.68")) (BinaryOp___call__ (dot_xla $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "dot.65")) $%__expr_-1015891627560160117 (UnaryOp___call__ (custom_call $%__expr_7592761031329981043 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.54")) (Tensor___init__ (StringTensor___init__ "p9.10") $%__expr_7592761031329981043 $%__expr_43250753374430182 $%__expr_6876991871512843363))))))
(let $%__expr_8569760370475983843 (IntTuple___add__ $%__expr_-9145136852942948248 $%__expr_3287298976543486160))
(let $%__expr_-3429354383214732803 (UnaryOp___call__ (broadcast $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.87") $%__expr_2414785639879353357) (UnaryOp___call__ (reshape $%__expr_-1060255801218150525 $%__expr_43250753374430182 (StringTensor___init__ "reshape.86")) $%__expr_-5393032001490244878)))
(let $%__expr_5405636814860079750 (StringTensor___init__ "pred"))
(constructor Int_var (String) Int)
(let $%__expr_7676728378111026563 (IntTuple___init__ (Int_var "None")))
(let $%__expr_5953815806266559867 (UnaryOp___call__ (broadcast $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.72") $%__expr_2414785639879353357) (UnaryOp___call__ (reshape $%__expr_-1060255801218150525 $%__expr_43250753374430182 (StringTensor___init__ "reshape.71")) (UnaryOp___call__ (sine_xla $%__expr_3450190312220285211 $%__expr_43250753374430182 (StringTensor___init__ "sine.36")) $%__expr_4125339309995993167))))
(let $%__expr_-7512897737066945430 (FloatTuple___init__ (Float___init__ -inf)))
(sort Vec_Tensor (Vec Tensor))
(let $%__expr_463014422623832906 (vec-of))
(let $%__expr_-7582832374925924324 (IntTuple___add__ $%__expr_780613561810849412 $%__expr_8569760370475983843))
(let $%__expr_-4815729050271210467 (IntTuple___init__ (Int___init__ 2)))
(let $%__expr_-7821901818554487580 (Tensor___init__ (StringTensor___init__ "p0.1") $%__expr_970988463324955075 $%__expr_43250753374430182 $%__expr_6876991871512843363))
(let $%__expr_-8971047228665288026 (IntTuple___add__ (IntTuple___init__ (Int___init__ 4)) (IntTuple___add__ $%__expr_121285346798222255 $%__expr_3287298976543486160)))
(let $%__expr_7504702770541550180 (IntTuple___add__ $%__expr_954616962426675872 $%__expr_780613561810849412))
(let $%__expr_6344554491433604436 (IntTuple___init__ (Int___init__ 32)))
(let $%__expr_-3016580086357272757 (Int___init__ 2))
(let $%__expr_8339352466036831669 (IntTuple___add__ $%__expr_780613561810849412 $%__expr_-9145136852942948248))
(let $%__expr_7306392975451507081 (IntTuple___add__ $%__expr_3287298976543486160 $%__expr_-8971047228665288026))
(let $%__expr_-7541190586253792133 (IntTuple___add__ $%__expr_780613561810849412 (IntTuple___add__ $%__expr_6344554491433604436 $%__expr_8569760370475983843)))
(let $%__expr_-6147558561541869459 (IntTuple___add__ $%__expr_-9145136852942948248 (IntTuple___add__ $%__expr_-4815729050271210467 $%__expr_780613561810849412)))
(sort Iota)
(constructor Iota_tensor (Iota) Tensor)
(constructor Iota___init__ (Tensor) Iota)
(let $%__expr_-230735414473030379 (Iota_tensor (Iota___init__ (Tensor___init__ (StringTensor___init__ "iota.38") $%__expr_3287298976543486160 $%__expr_-4332189904498382722 $%__expr_6876991871512843363))))
(let $%__expr_-4524654540891236778 (Int___init__ 3))
(let $%__expr_-4098736235425715155 (IntTuple___add__ (IntTuple___init__ (Int___init__ 4)) (IntTuple___add__ (IntTuple___init__ (Int___init__ 32)) (IntTuple___init__ (Int___init__ 128)))))
(sort NaryOp)
(sort TensorArr)
(constructor NaryOp___call__ (NaryOp TensorArr) Tensor)
(constructor select (Int IntTuple StringTensor StringTensor) NaryOp)
(constructor TensorArr___init__ (Vec_Tensor) TensorArr)
(constructor and_xla (IntTuple StringTensor StringTensor) BinaryOp)
(constructor compare (IntTuple StringTensor StringTensor) BinaryOp)
(constructor divide (IntTuple StringTensor StringTensor) BinaryOp)
(constructor concatenate (Int IntTuple StringTensor StringTensor) NaryOp)
(constructor subtract_xla (IntTuple StringTensor StringTensor) BinaryOp)
(constructor multiply (IntTuple StringTensor StringTensor) BinaryOp)
(constructor add_xla (IntTuple StringTensor StringTensor) BinaryOp)
(let $%__expr_4132418248823832170 (NaryOp___call__ (select $%__expr_-4524654540891236778 $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "select.108")) (TensorArr___init__ (vec-push (vec-push (vec-push $%__expr_463014422623832906 (UnaryOp___call__ (broadcast $%__expr_-7541190586253792133 $%__expr_5405636814860079750 (StringTensor___init__ "broadcast.107") (IntTuple___add__ $%__expr_2098444771798610723 $%__expr_2414785639879353357)) (UnaryOp___call__ (reshape $%__expr_1830038476767106560 $%__expr_5405636814860079750 (StringTensor___init__ "reshape.106")) (BinaryOp___call__ (and_xla $%__expr_-7582832374925924324 $%__expr_5405636814860079750 (StringTensor___init__ "and.47")) (UnaryOp___call__ (broadcast $%__expr_-7582832374925924324 $%__expr_5405636814860079750 (StringTensor___init__ "broadcast.45") (IntTuple___add__ $%__expr_-9145136852942948248 $%__expr_-4815729050271210467)) (BinaryOp___call__ (compare $%__expr_8569760370475983843 $%__expr_5405636814860079750 (StringTensor___init__ "compare.41")) (UnaryOp___call__ (broadcast $%__expr_8569760370475983843 $%__expr_-4332189904498382722 (StringTensor___init__ "broadcast.39") $%__expr_-9145136852942948248) $%__expr_-230735414473030379) (UnaryOp___call__ (broadcast $%__expr_8569760370475983843 $%__expr_-4332189904498382722 (StringTensor___init__ "broadcast.40") $%__expr_2098444771798610723) $%__expr_-7238469713715515801))) (UnaryOp___call__ (broadcast $%__expr_-7582832374925924324 $%__expr_5405636814860079750 (StringTensor___init__ "broadcast.46") (IntTuple___add__ $%__expr_2098444771798610723 $%__expr_-4815729050271210467)) (BinaryOp___call__ (compare $%__expr_1830038476767106560 $%__expr_5405636814860079750 (StringTensor___init__ "compare.44")) (UnaryOp___call__ (broadcast $%__expr_1830038476767106560 $%__expr_-4332189904498382722 (StringTensor___init__ "broadcast.42") $%__expr_-9145136852942948248) $%__expr_-230735414473030379) (UnaryOp___call__ (broadcast $%__expr_1830038476767106560 $%__expr_-4332189904498382722 (StringTensor___init__ "broadcast.43") $%__expr_2098444771798610723) $%__expr_4736034328705582859))))))) (BinaryOp___call__ (dot_xla $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "dot.103")) (BinaryOp___call__ (divide $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "divide.99")) (NaryOp___call__ (concatenate $%__expr_-3016580086357272757 $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "concatenate.83")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 (BinaryOp___call__ (subtract_xla $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "subtract.79")) (BinaryOp___call__ (multiply $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "multiply.77")) $%__expr_-2563210909664800482 $%__expr_-6507916738617989136) (BinaryOp___call__ (multiply $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "multiply.78")) $%__expr_5953815806266559867 (UnaryOp___call__ (slice_xla $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "slice.76")) (UnaryOp___call__ (reshape $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "reshape.68")) (BinaryOp___call__ (dot_xla $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "dot.65")) $%__expr_-1015891627560160117 (UnaryOp___call__ (custom_call $%__expr_7592761031329981043 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.54")) (Tensor___init__ (StringTensor___init__ "p9.10") $%__expr_7592761031329981043 $%__expr_43250753374430182 $%__expr_6876991871512843363)))))))) (BinaryOp___call__ (add_xla $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "add.82")) (BinaryOp___call__ (multiply $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "multiply.80")) $%__expr_-2563210909664800482 (UnaryOp___call__ (slice_xla $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "slice.76")) (UnaryOp___call__ (reshape $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "reshape.68")) (BinaryOp___call__ (dot_xla $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "dot.65")) $%__expr_-1015891627560160117 (UnaryOp___call__ (custom_call $%__expr_7592761031329981043 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.54")) (Tensor___init__ (StringTensor___init__ "p9.10") $%__expr_7592761031329981043 $%__expr_43250753374430182 $%__expr_6876991871512843363)))))) (BinaryOp___call__ (multiply $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "multiply.81")) $%__expr_5953815806266559867 $%__expr_-6507916738617989136))))) (UnaryOp___call__ (broadcast $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.98") $%__expr_7676728378111026563) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.97") $%__expr_7676728378111026563 $%__expr_43250753374430182 (FloatTuple___init__ (Float___init__ 11.3137083))))))) (UnaryOp___call__ (reshape (IntTuple___add__ $%__expr_3287298976543486160 $%__expr_-4098736235425715155) $%__expr_43250753374430182 (StringTensor___init__ "reshape.102")) (UnaryOp___call__ (broadcast (IntTuple___add__ $%__expr_3287298976543486160 (IntTuple___add__ $%__expr_780613561810849412 (IntTuple___add__ $%__expr_121285346798222255 $%__expr_1830038476767106560))) $%__expr_43250753374430182 (StringTensor___init__ "broadcast.101") (IntTuple___add__ $%__expr_2098444771798610723 $%__expr_-6147558561541869459)) (UnaryOp___call__ (reshape $%__expr_7306392975451507081 $%__expr_43250753374430182 (StringTensor___init__ "reshape.100")) (UnaryOp___call__ (custom_call $%__expr_7306392975451507081 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.51")) (Tensor___init__ (StringTensor___init__ "p4.5") $%__expr_7306392975451507081 $%__expr_43250753374430182 $%__expr_6876991871512843363))))))) (UnaryOp___call__ (broadcast $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.105") $%__expr_7676728378111026563) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.104") $%__expr_7676728378111026563 $%__expr_43250753374430182 (FloatTuple___init__ (Float___init__ -30000.0))))))))))
(let $%__expr_894743134888337629 (IntTuple___init__ (Int___init__ 1024)))
(let $%__expr_-2060545458516095324 (UnaryOp___call__ (reshape $%__expr_887281436623096487 $%__expr_43250753374430182 (StringTensor___init__ "reshape.69")) (BinaryOp___call__ (dot_xla $%__expr_-8670240704503480357 $%__expr_43250753374430182 (StringTensor___init__ "dot.66")) $%__expr_-1015891627560160117 (UnaryOp___call__ (custom_call $%__expr_6314892714057070213 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.55")) (Tensor___init__ (StringTensor___init__ "p10.11") $%__expr_6314892714057070213 $%__expr_43250753374430182 $%__expr_6876991871512843363)))))
(let $%__expr_6121053725670406621 (UnaryOp___call__ (slice_xla $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "slice.76")) (UnaryOp___call__ (reshape $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "reshape.68")) (BinaryOp___call__ (dot_xla $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "dot.65")) $%__expr_-1015891627560160117 (UnaryOp___call__ (custom_call $%__expr_7592761031329981043 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.54")) (Tensor___init__ (StringTensor___init__ "p9.10") $%__expr_7592761031329981043 $%__expr_43250753374430182 $%__expr_6876991871512843363))))))
(let $%__expr_-5809114903965367101 (IntTuple___add__ $%__expr_780613561810849412 (IntTuple___add__ $%__expr_6344554491433604436 $%__expr_-4757619983568283752)))
(let $%__expr_4486907948839773011 (NaryOp___call__ (select $%__expr_-4524654540891236778 $%__expr_-5809114903965367101 $%__expr_43250753374430182 (StringTensor___init__ "select.117")) (TensorArr___init__ (vec-push (vec-push (vec-push $%__expr_463014422623832906 (UnaryOp___call__ (broadcast $%__expr_-5809114903965367101 $%__expr_5405636814860079750 (StringTensor___init__ "broadcast.116") $%__expr_2098444771798610723) (UnaryOp___call__ (reshape $%__expr_780613561810849412 $%__expr_5405636814860079750 (StringTensor___init__ "reshape.115")) (BinaryOp___call__ (compare $%__expr_8339352466036831669 $%__expr_5405636814860079750 (StringTensor___init__ "compare.50")) (UnaryOp___call__ (broadcast $%__expr_8339352466036831669 $%__expr_-4332189904498382722 (StringTensor___init__ "broadcast.49") $%__expr_-9145136852942948248) $%__expr_-7238469713715515801) (UnaryOp___call__ (broadcast $%__expr_8339352466036831669 $%__expr_-4332189904498382722 (StringTensor___init__ "broadcast.48") $%__expr_2098444771798610723) $%__expr_4736034328705582859))))) (BinaryOp___call__ (dot_xla $%__expr_-5809114903965367101 $%__expr_43250753374430182 (StringTensor___init__ "dot.112")) (BinaryOp___call__ (divide $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "divide.99")) (NaryOp___call__ (concatenate $%__expr_-3016580086357272757 $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "concatenate.83")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 (BinaryOp___call__ (subtract_xla $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "subtract.79")) (BinaryOp___call__ (multiply $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "multiply.77")) $%__expr_-2563210909664800482 $%__expr_-6507916738617989136) (BinaryOp___call__ (multiply $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "multiply.78")) $%__expr_5953815806266559867 (UnaryOp___call__ (slice_xla $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "slice.76")) (UnaryOp___call__ (reshape $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "reshape.68")) (BinaryOp___call__ (dot_xla $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "dot.65")) $%__expr_-1015891627560160117 (UnaryOp___call__ (custom_call $%__expr_7592761031329981043 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.54")) (Tensor___init__ (StringTensor___init__ "p9.10") $%__expr_7592761031329981043 $%__expr_43250753374430182 $%__expr_6876991871512843363)))))))) (BinaryOp___call__ (add_xla $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "add.82")) (BinaryOp___call__ (multiply $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "multiply.80")) $%__expr_-2563210909664800482 (UnaryOp___call__ (slice_xla $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "slice.76")) (UnaryOp___call__ (reshape $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "reshape.68")) (BinaryOp___call__ (dot_xla $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "dot.65")) $%__expr_-1015891627560160117 (UnaryOp___call__ (custom_call $%__expr_7592761031329981043 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.54")) (Tensor___init__ (StringTensor___init__ "p9.10") $%__expr_7592761031329981043 $%__expr_43250753374430182 $%__expr_6876991871512843363)))))) (BinaryOp___call__ (multiply $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "multiply.81")) $%__expr_5953815806266559867 $%__expr_-6507916738617989136))))) (UnaryOp___call__ (broadcast $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.98") $%__expr_7676728378111026563) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.97") $%__expr_7676728378111026563 $%__expr_43250753374430182 (FloatTuple___init__ (Float___init__ 11.3137083))))))) (UnaryOp___call__ (reshape $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "reshape.111")) (UnaryOp___call__ (broadcast (IntTuple___add__ $%__expr_-9145136852942948248 (IntTuple___add__ $%__expr_780613561810849412 (IntTuple___add__ $%__expr_121285346798222255 $%__expr_1830038476767106560))) $%__expr_43250753374430182 (StringTensor___init__ "broadcast.110") $%__expr_-6147558561541869459) (UnaryOp___call__ (reshape $%__expr_-8971047228665288026 $%__expr_43250753374430182 (StringTensor___init__ "reshape.109")) (NaryOp___call__ (concatenate $%__expr_-3016580086357272757 $%__expr_887281436623096487 $%__expr_43250753374430182 (StringTensor___init__ "concatenate.96")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 (BinaryOp___call__ (subtract_xla $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "subtract.92")) (BinaryOp___call__ (multiply $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "multiply.90")) $%__expr_-3429354383214732803 $%__expr_2245507861544664623) (BinaryOp___call__ (multiply $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "multiply.91")) $%__expr_-2560546514565477853 $%__expr_396210295990978615))) (BinaryOp___call__ (add_xla $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "add.95")) (BinaryOp___call__ (multiply $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "multiply.93")) $%__expr_-3429354383214732803 $%__expr_396210295990978615) (BinaryOp___call__ (multiply $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "multiply.94")) $%__expr_-2560546514565477853 $%__expr_2245507861544664623)))))))))) (UnaryOp___call__ (broadcast $%__expr_-5809114903965367101 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.114") $%__expr_7676728378111026563) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.113") $%__expr_7676728378111026563 $%__expr_43250753374430182 (FloatTuple___init__ (Float___init__ -30000.0))))))))))
(let $%__expr_1715866568967156001 (IntTuple___add__ $%__expr_-9145136852942948248 (IntTuple___add__ $%__expr_780613561810849412 (IntTuple___add__ $%__expr_121285346798222255 $%__expr_1830038476767106560))))
(let $%__expr_-4402497450837339487 (IntTuple___add__ $%__expr_780613561810849412 (IntTuple___add__ $%__expr_121285346798222255 $%__expr_1830038476767106560)))
(let $%__expr_-493790858086465406 (IntTuple___add__ $%__expr_2098444771798610723 $%__expr_-6147558561541869459))
(sort OpType)
(constructor AddOp () OpType)
(let $%__expr_-1742406957868104574 (AddOp))
(let $%__expr_7295362097999084912 (IntTuple___add__ $%__expr_3287298976543486160 (IntTuple___add__ $%__expr_780613561810849412 (IntTuple___add__ $%__expr_121285346798222255 $%__expr_1830038476767106560))))
(let $%__expr_2371693186799238654 (IntTuple___add__ $%__expr_780613561810849412 (IntTuple___add__ $%__expr_6344554491433604436 $%__expr_-9145136852942948248)))
(let $%__expr_-5369558017121983332 (FloatTuple___init__ (Float___init__ 0.0)))
(let $%__expr_-6965944473054330737 (IntTuple___add__ $%__expr_3287298976543486160 $%__expr_-4098736235425715155))
(let $%__expr_-3215649446283623168 (IntTuple___add__ $%__expr_780613561810849412 $%__expr_6344554491433604436))
(let $%__expr_1062650903983753593 (IntTuple___add__ $%__expr_2098444771798610723 $%__expr_-9145136852942948248))
(let $%__expr_8625213997479593078 (UnaryOp___call__ (reshape $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "reshape.68")) (BinaryOp___call__ (dot_xla $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "dot.65")) $%__expr_-1015891627560160117 (UnaryOp___call__ (custom_call $%__expr_7592761031329981043 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.54")) (Tensor___init__ (StringTensor___init__ "p9.10") $%__expr_7592761031329981043 $%__expr_43250753374430182 $%__expr_6876991871512843363)))))
(let $%__expr_-7880384998050047123 (FloatTuple___init__ (Float___init__ -30000.0)))
(let $%__expr_-6297599033619396741 (BinaryOp___call__ (divide $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "divide.99")) (NaryOp___call__ (concatenate $%__expr_-3016580086357272757 $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "concatenate.83")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 (BinaryOp___call__ (subtract_xla $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "subtract.79")) (BinaryOp___call__ (multiply $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "multiply.77")) $%__expr_-2563210909664800482 $%__expr_-6507916738617989136) (BinaryOp___call__ (multiply $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "multiply.78")) $%__expr_5953815806266559867 (UnaryOp___call__ (slice_xla $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "slice.76")) (UnaryOp___call__ (reshape $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "reshape.68")) (BinaryOp___call__ (dot_xla $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "dot.65")) $%__expr_-1015891627560160117 (UnaryOp___call__ (custom_call $%__expr_7592761031329981043 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.54")) (Tensor___init__ (StringTensor___init__ "p9.10") $%__expr_7592761031329981043 $%__expr_43250753374430182 $%__expr_6876991871512843363)))))))) (BinaryOp___call__ (add_xla $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "add.82")) (BinaryOp___call__ (multiply $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "multiply.80")) $%__expr_-2563210909664800482 (UnaryOp___call__ (slice_xla $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "slice.76")) (UnaryOp___call__ (reshape $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "reshape.68")) (BinaryOp___call__ (dot_xla $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "dot.65")) $%__expr_-1015891627560160117 (UnaryOp___call__ (custom_call $%__expr_7592761031329981043 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.54")) (Tensor___init__ (StringTensor___init__ "p9.10") $%__expr_7592761031329981043 $%__expr_43250753374430182 $%__expr_6876991871512843363)))))) (BinaryOp___call__ (multiply $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "multiply.81")) $%__expr_5953815806266559867 $%__expr_-6507916738617989136))))) (UnaryOp___call__ (broadcast $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.98") $%__expr_7676728378111026563) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.97") $%__expr_7676728378111026563 $%__expr_43250753374430182 (FloatTuple___init__ (Float___init__ 11.3137083))))))))
(constructor exp_xla (IntTuple StringTensor StringTensor) UnaryOp)
(constructor maximum_xla (IntTuple StringTensor StringTensor) BinaryOp)
(constructor reduce (OpType Int IntTuple StringTensor StringTensor) NaryOp)
(let $%__expr_-1311435203323686298 (UnaryOp___call__ (exp_xla $%__expr_-5809114903965367101 $%__expr_43250753374430182 (StringTensor___init__ "exponential.147")) (BinaryOp___call__ (subtract_xla $%__expr_-5809114903965367101 $%__expr_43250753374430182 (StringTensor___init__ "subtract.146")) $%__expr_4486907948839773011 (UnaryOp___call__ (broadcast $%__expr_-5809114903965367101 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.145") $%__expr_1062650903983753593) (UnaryOp___call__ (reshape $%__expr_-3215649446283623168 $%__expr_43250753374430182 (StringTensor___init__ "reshape.144")) (BinaryOp___call__ (maximum_xla $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "maximum.132")) (NaryOp___call__ (reduce $%__expr_-1742406957868104574 $%__expr_-3016580086357272757 $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "reduce.119")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 $%__expr_4132418248823832170) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.118") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-7512897737066945430)))))) (NaryOp___call__ (reduce $%__expr_-1742406957868104574 $%__expr_-3016580086357272757 $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "reduce.126")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 $%__expr_4486907948839773011) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.125") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-7512897737066945430))))))))))))
(let $%__expr_-7788334188785680851 (UnaryOp___call__ (sine_xla $%__expr_3450190312220285211 $%__expr_43250753374430182 (StringTensor___init__ "sine.36")) $%__expr_4125339309995993167))
(let $%__expr_-7177210201341724311 (UnaryOp___call__ (exp_xla $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "exponential.136")) (BinaryOp___call__ (subtract_xla $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "subtract.135")) $%__expr_4132418248823832170 (UnaryOp___call__ (broadcast $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.134") $%__expr_1062650903983753593) (UnaryOp___call__ (reshape $%__expr_-3215649446283623168 $%__expr_43250753374430182 (StringTensor___init__ "reshape.133")) (BinaryOp___call__ (maximum_xla $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "maximum.132")) (NaryOp___call__ (reduce $%__expr_-1742406957868104574 $%__expr_-3016580086357272757 $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "reduce.119")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 $%__expr_4132418248823832170) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.118") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-7512897737066945430)))))) (NaryOp___call__ (reduce $%__expr_-1742406957868104574 $%__expr_-3016580086357272757 $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "reduce.126")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 $%__expr_4486907948839773011) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.125") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-7512897737066945430))))))))))))
(let $%__expr_3257672333319215589 (IntTuple___add__ $%__expr_954616962426675872 (IntTuple___init__ (Int___init__ 14336))))
(let $%__expr_6226685966605622071 (IntTuple___add__ $%__expr_780613561810849412 (IntTuple___init__ (Int___init__ 14336))))
(let $%__expr_-7391271948922448236 (BinaryOp___call__ (maximum_xla $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "maximum.132")) (NaryOp___call__ (reduce $%__expr_-1742406957868104574 $%__expr_-3016580086357272757 $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "reduce.119")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 $%__expr_4132418248823832170) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.118") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-7512897737066945430)))))) (NaryOp___call__ (reduce $%__expr_-1742406957868104574 $%__expr_-3016580086357272757 $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "reduce.126")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 $%__expr_4486907948839773011) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.125") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-7512897737066945430))))))))
(constructor transpose (IntTuple StringTensor StringTensor IntTuple) UnaryOp)
(let $%__expr_-1512881425436073085 (BinaryOp___call__ (add_xla $%__expr_970988463324955075 $%__expr_43250753374430182 (StringTensor___init__ "add.184")) (UnaryOp___call__ (reshape $%__expr_970988463324955075 $%__expr_43250753374430182 (StringTensor___init__ "reshape.183")) (UnaryOp___call__ (transpose $%__expr_7504702770541550180 $%__expr_43250753374430182 (StringTensor___init__ "transpose.182") (IntTuple___add__ $%__expr_-9145136852942948248 $%__expr_2098444771798610723)) (BinaryOp___call__ (dot_xla $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "dot.181")) (UnaryOp___call__ (reshape $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "reshape.180")) (UnaryOp___call__ (transpose $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "transpose.169") (IntTuple___add__ $%__expr_-4815729050271210467 (IntTuple___add__ $%__expr_2098444771798610723 (IntTuple___add__ $%__expr_-9145136852942948248 $%__expr_2414785639879353357)))) (BinaryOp___call__ (divide $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "divide.168")) (BinaryOp___call__ (add_xla $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "add.165")) (BinaryOp___call__ (dot_xla $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "dot.163")) $%__expr_-7177210201341724311 (UnaryOp___call__ (reshape $%__expr_-6965944473054330737 $%__expr_43250753374430182 (StringTensor___init__ "reshape.159")) (UnaryOp___call__ (broadcast $%__expr_7295362097999084912 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.158") $%__expr_-493790858086465406) (UnaryOp___call__ (reshape $%__expr_7306392975451507081 $%__expr_43250753374430182 (StringTensor___init__ "reshape.157")) (UnaryOp___call__ (custom_call $%__expr_7306392975451507081 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.52")) (Tensor___init__ (StringTensor___init__ "p5.6") $%__expr_7306392975451507081 $%__expr_43250753374430182 $%__expr_6876991871512843363)))))) (BinaryOp___call__ (dot_xla $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "dot.164")) $%__expr_-1311435203323686298 (UnaryOp___call__ (reshape $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "reshape.162")) (UnaryOp___call__ (broadcast $%__expr_1715866568967156001 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.161") $%__expr_-6147558561541869459) (UnaryOp___call__ (reshape $%__expr_-8971047228665288026 $%__expr_43250753374430182 (StringTensor___init__ "reshape.160")) (UnaryOp___call__ (reshape $%__expr_887281436623096487 $%__expr_43250753374430182 (StringTensor___init__ "reshape.70")) (BinaryOp___call__ (dot_xla $%__expr_-8670240704503480357 $%__expr_43250753374430182 (StringTensor___init__ "dot.67")) $%__expr_-1015891627560160117 (UnaryOp___call__ (custom_call $%__expr_6314892714057070213 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.56")) (Tensor___init__ (StringTensor___init__ "p11.12") $%__expr_6314892714057070213 $%__expr_43250753374430182 $%__expr_6876991871512843363))))))))) (UnaryOp___call__ (broadcast $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.167") $%__expr_1062650903983753593) (UnaryOp___call__ (reshape $%__expr_-3215649446283623168 $%__expr_43250753374430182 (StringTensor___init__ "reshape.166")) (UnaryOp___call__ (convert_xla $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "convert.156")) (BinaryOp___call__ (add_xla $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "add.155")) (NaryOp___call__ (reduce $%__expr_-1742406957868104574 $%__expr_-3016580086357272757 $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "reduce.138")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 $%__expr_-7177210201341724311) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.137") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-5369558017121983332)))))) (NaryOp___call__ (reduce $%__expr_-1742406957868104574 $%__expr_-3016580086357272757 $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "reduce.149")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 $%__expr_-1311435203323686298) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.148") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-5369558017121983332))))))))))))) (UnaryOp___call__ (custom_call $%__expr_7592761031329981043 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.57")) (Tensor___init__ (StringTensor___init__ "p12.13") $%__expr_7592761031329981043 $%__expr_43250753374430182 $%__expr_6876991871512843363))))) $%__expr_-7821901818554487580))
(let $%__expr_452557796185398649 (UnaryOp___call__ (reshape $%__expr_7504702770541550180 $%__expr_43250753374430182 (StringTensor___init__ "reshape.187")) (UnaryOp___call__ (custom_call $%__expr_970988463324955075 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.186")) $%__expr_-1512881425436073085)))
(let $%__expr_-2938317280478826799 (BinaryOp___call__ (dot_xla $%__expr_6226685966605622071 $%__expr_43250753374430182 (StringTensor___init__ "dot.188")) $%__expr_452557796185398649 (UnaryOp___call__ (custom_call $%__expr_3257672333319215589 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.59")) (Tensor___init__ (StringTensor___init__ "p14.15") $%__expr_3257672333319215589 $%__expr_43250753374430182 $%__expr_6876991871512843363))))
(let $%__expr_-1398757307985845473 (IntTuple___add__ $%__expr_-9145136852942948248 $%__expr_2098444771798610723))
(constructor log_xla (IntTuple StringTensor StringTensor) UnaryOp)
(let $%__expr_-5539788990080679230 (UnaryOp___call__ (reshape $%__expr_7504702770541550180 $%__expr_43250753374430182 (StringTensor___init__ "reshape.210")) (UnaryOp___call__ (custom_call $%__expr_970988463324955075 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.209")) (BinaryOp___call__ (add_xla $%__expr_970988463324955075 $%__expr_43250753374430182 (StringTensor___init__ "add.196")) (UnaryOp___call__ (reshape $%__expr_970988463324955075 $%__expr_43250753374430182 (StringTensor___init__ "reshape.195")) (UnaryOp___call__ (transpose $%__expr_7504702770541550180 $%__expr_43250753374430182 (StringTensor___init__ "transpose.194") $%__expr_-1398757307985845473) (BinaryOp___call__ (dot_xla $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "dot.193")) (BinaryOp___call__ (multiply $%__expr_6226685966605622071 $%__expr_43250753374430182 (StringTensor___init__ "multiply.192")) (BinaryOp___call__ (multiply $%__expr_6226685966605622071 $%__expr_43250753374430182 (StringTensor___init__ "multiply.190")) $%__expr_-2938317280478826799 (UnaryOp___call__ (log_xla $%__expr_6226685966605622071 $%__expr_43250753374430182 (StringTensor___init__ "logistic.189")) $%__expr_-2938317280478826799)) (BinaryOp___call__ (dot_xla $%__expr_6226685966605622071 $%__expr_43250753374430182 (StringTensor___init__ "dot.191")) $%__expr_452557796185398649 (UnaryOp___call__ (custom_call $%__expr_3257672333319215589 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.60")) (Tensor___init__ (StringTensor___init__ "p15.16") $%__expr_3257672333319215589 $%__expr_43250753374430182 $%__expr_6876991871512843363)))) (UnaryOp___call__ (custom_call $%__expr_3257672333319215589 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.61")) (Tensor___init__ (StringTensor___init__ "p16.17") $%__expr_3257672333319215589 $%__expr_43250753374430182 $%__expr_6876991871512843363))))) $%__expr_-1512881425436073085))))
(let $%__expr_-1629021705689551749 (UnaryOp___call__ (broadcast $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.220") $%__expr_2414785639879353357) (UnaryOp___call__ (reshape $%__expr_-1060255801218150525 $%__expr_43250753374430182 (StringTensor___init__ "reshape.219")) $%__expr_-5393032001490244878)))
(let $%__expr_-3958807383885890740 (IntTuple___init__ (Int___init__ 14336)))
(let $%__expr_5532528940903355404 (UnaryOp___call__ (slice_xla $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "slice.221")) (UnaryOp___call__ (reshape $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "reshape.214")) (BinaryOp___call__ (dot_xla $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "dot.211")) $%__expr_-5539788990080679230 (UnaryOp___call__ (custom_call $%__expr_7592761031329981043 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.200")) (Tensor___init__ (StringTensor___init__ "p18.19") $%__expr_7592761031329981043 $%__expr_43250753374430182 $%__expr_6876991871512843363))))))
(let $%__expr_2072161566362410803 (UnaryOp___call__ (broadcast $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.218") $%__expr_2414785639879353357) (UnaryOp___call__ (reshape $%__expr_-1060255801218150525 $%__expr_43250753374430182 (StringTensor___init__ "reshape.217")) $%__expr_-7788334188785680851)))
(let $%__expr_8673116907044179242 (UnaryOp___call__ (slice_xla $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "slice.222")) (UnaryOp___call__ (reshape $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "reshape.214")) (BinaryOp___call__ (dot_xla $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "dot.211")) $%__expr_-5539788990080679230 (UnaryOp___call__ (custom_call $%__expr_7592761031329981043 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.200")) (Tensor___init__ (StringTensor___init__ "p18.19") $%__expr_7592761031329981043 $%__expr_43250753374430182 $%__expr_6876991871512843363))))))
(let $%__expr_-4148379609151315050 (FloatTuple___init__ (Float___init__ 11.3137083)))
(let $%__expr_1491917502286445791 (UnaryOp___call__ (custom_call $%__expr_7306392975451507081 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.197")) (Tensor___init__ (StringTensor___init__ "p6.7") $%__expr_7306392975451507081 $%__expr_43250753374430182 $%__expr_6876991871512843363)))
(let $%__expr_-3682154909098446806 (UnaryOp___call__ (broadcast $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.231") $%__expr_2414785639879353357) (UnaryOp___call__ (reshape $%__expr_-1060255801218150525 $%__expr_43250753374430182 (StringTensor___init__ "reshape.230")) $%__expr_-7788334188785680851)))
(let $%__expr_5904002275098573844 (UnaryOp___call__ (slice_xla $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "slice.235")) (UnaryOp___call__ (reshape $%__expr_887281436623096487 $%__expr_43250753374430182 (StringTensor___init__ "reshape.215")) (BinaryOp___call__ (dot_xla $%__expr_-8670240704503480357 $%__expr_43250753374430182 (StringTensor___init__ "dot.212")) $%__expr_-5539788990080679230 (UnaryOp___call__ (custom_call $%__expr_6314892714057070213 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.201")) (Tensor___init__ (StringTensor___init__ "p19.20") $%__expr_6314892714057070213 $%__expr_43250753374430182 $%__expr_6876991871512843363))))))
(let $%__expr_5971376207566796789 (UnaryOp___call__ (slice_xla $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "slice.234")) (UnaryOp___call__ (reshape $%__expr_887281436623096487 $%__expr_43250753374430182 (StringTensor___init__ "reshape.215")) (BinaryOp___call__ (dot_xla $%__expr_-8670240704503480357 $%__expr_43250753374430182 (StringTensor___init__ "dot.212")) $%__expr_-5539788990080679230 (UnaryOp___call__ (custom_call $%__expr_6314892714057070213 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.201")) (Tensor___init__ (StringTensor___init__ "p19.20") $%__expr_6314892714057070213 $%__expr_43250753374430182 $%__expr_6876991871512843363))))))
(let $%__expr_-8243289078095398304 (UnaryOp___call__ (reshape $%__expr_887281436623096487 $%__expr_43250753374430182 (StringTensor___init__ "reshape.215")) (BinaryOp___call__ (dot_xla $%__expr_-8670240704503480357 $%__expr_43250753374430182 (StringTensor___init__ "dot.212")) $%__expr_-5539788990080679230 (UnaryOp___call__ (custom_call $%__expr_6314892714057070213 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.201")) (Tensor___init__ (StringTensor___init__ "p19.20") $%__expr_6314892714057070213 $%__expr_43250753374430182 $%__expr_6876991871512843363)))))
(let $%__expr_7708990606695058033 (NaryOp___call__ (concatenate $%__expr_-3016580086357272757 $%__expr_887281436623096487 $%__expr_43250753374430182 (StringTensor___init__ "concatenate.242")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 (BinaryOp___call__ (subtract_xla $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "subtract.238")) (BinaryOp___call__ (multiply $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "multiply.236")) (UnaryOp___call__ (broadcast $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.233") $%__expr_2414785639879353357) (UnaryOp___call__ (reshape $%__expr_-1060255801218150525 $%__expr_43250753374430182 (StringTensor___init__ "reshape.232")) $%__expr_-5393032001490244878)) $%__expr_5971376207566796789) (BinaryOp___call__ (multiply $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "multiply.237")) $%__expr_-3682154909098446806 $%__expr_5904002275098573844))) (BinaryOp___call__ (add_xla $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "add.241")) (BinaryOp___call__ (multiply $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "multiply.239")) (UnaryOp___call__ (broadcast $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.233") $%__expr_2414785639879353357) (UnaryOp___call__ (reshape $%__expr_-1060255801218150525 $%__expr_43250753374430182 (StringTensor___init__ "reshape.232")) $%__expr_-5393032001490244878)) $%__expr_5904002275098573844) (BinaryOp___call__ (multiply $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "multiply.240")) $%__expr_-3682154909098446806 $%__expr_5971376207566796789))))))
(let $%__expr_3323368700089587174 (BinaryOp___call__ (compare $%__expr_8339352466036831669 $%__expr_5405636814860079750 (StringTensor___init__ "compare.50")) (UnaryOp___call__ (broadcast $%__expr_8339352466036831669 $%__expr_-4332189904498382722 (StringTensor___init__ "broadcast.49") $%__expr_-9145136852942948248) $%__expr_-7238469713715515801) (UnaryOp___call__ (broadcast $%__expr_8339352466036831669 $%__expr_-4332189904498382722 (StringTensor___init__ "broadcast.48") $%__expr_2098444771798610723) $%__expr_4736034328705582859)))
(let $%__expr_-8318127460193195056 (NaryOp___call__ (concatenate $%__expr_-3016580086357272757 $%__expr_887281436623096487 $%__expr_43250753374430182 (StringTensor___init__ "concatenate.96")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 (BinaryOp___call__ (subtract_xla $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "subtract.92")) (BinaryOp___call__ (multiply $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "multiply.90")) $%__expr_-3429354383214732803 $%__expr_2245507861544664623) (BinaryOp___call__ (multiply $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "multiply.91")) $%__expr_-2560546514565477853 $%__expr_396210295990978615))) (BinaryOp___call__ (add_xla $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "add.95")) (BinaryOp___call__ (multiply $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "multiply.93")) $%__expr_-3429354383214732803 $%__expr_396210295990978615) (BinaryOp___call__ (multiply $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "multiply.94")) $%__expr_-2560546514565477853 $%__expr_2245507861544664623))))))
(let $%__expr_-8187757278872548646 (UnaryOp___call__ (custom_call $%__expr_7306392975451507081 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.51")) (Tensor___init__ (StringTensor___init__ "p4.5") $%__expr_7306392975451507081 $%__expr_43250753374430182 $%__expr_6876991871512843363)))
(let $%__expr_-1893280258041797610 (UnaryOp___call__ (reshape $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "reshape.214")) (BinaryOp___call__ (dot_xla $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "dot.211")) $%__expr_-5539788990080679230 (UnaryOp___call__ (custom_call $%__expr_7592761031329981043 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.200")) (Tensor___init__ (StringTensor___init__ "p18.19") $%__expr_7592761031329981043 $%__expr_43250753374430182 $%__expr_6876991871512843363)))))
(let $%__expr_-9091482200889601374 (NaryOp___call__ (select $%__expr_-4524654540891236778 $%__expr_-5809114903965367101 $%__expr_43250753374430182 (StringTensor___init__ "select.263")) (TensorArr___init__ (vec-push (vec-push (vec-push $%__expr_463014422623832906 (UnaryOp___call__ (broadcast $%__expr_-5809114903965367101 $%__expr_5405636814860079750 (StringTensor___init__ "broadcast.262") $%__expr_2098444771798610723) (UnaryOp___call__ (reshape $%__expr_780613561810849412 $%__expr_5405636814860079750 (StringTensor___init__ "reshape.261")) $%__expr_3323368700089587174))) (BinaryOp___call__ (dot_xla $%__expr_-5809114903965367101 $%__expr_43250753374430182 (StringTensor___init__ "dot.258")) (BinaryOp___call__ (divide $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "divide.245")) (NaryOp___call__ (concatenate $%__expr_-3016580086357272757 $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "concatenate.229")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 (BinaryOp___call__ (subtract_xla $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "subtract.225")) (BinaryOp___call__ (multiply $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "multiply.223")) $%__expr_-1629021705689551749 $%__expr_5532528940903355404) (BinaryOp___call__ (multiply $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "multiply.224")) $%__expr_2072161566362410803 $%__expr_8673116907044179242))) (BinaryOp___call__ (add_xla $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "add.228")) (BinaryOp___call__ (multiply $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "multiply.226")) $%__expr_-1629021705689551749 $%__expr_8673116907044179242) (BinaryOp___call__ (multiply $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "multiply.227")) $%__expr_2072161566362410803 $%__expr_5532528940903355404))))) (UnaryOp___call__ (broadcast $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.244") $%__expr_7676728378111026563) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.243") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-4148379609151315050))))) (UnaryOp___call__ (reshape $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "reshape.257")) (UnaryOp___call__ (broadcast $%__expr_1715866568967156001 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.256") $%__expr_-6147558561541869459) (UnaryOp___call__ (reshape $%__expr_-8971047228665288026 $%__expr_43250753374430182 (StringTensor___init__ "reshape.255")) $%__expr_7708990606695058033))))) (UnaryOp___call__ (broadcast $%__expr_-5809114903965367101 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.260") $%__expr_7676728378111026563) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.259") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-7880384998050047123))))))))
(let $%__expr_-83332345647080926 (BinaryOp___call__ (and_xla $%__expr_-7582832374925924324 $%__expr_5405636814860079750 (StringTensor___init__ "and.47")) (UnaryOp___call__ (broadcast $%__expr_-7582832374925924324 $%__expr_5405636814860079750 (StringTensor___init__ "broadcast.45") (IntTuple___add__ $%__expr_-9145136852942948248 $%__expr_-4815729050271210467)) (BinaryOp___call__ (compare $%__expr_8569760370475983843 $%__expr_5405636814860079750 (StringTensor___init__ "compare.41")) (UnaryOp___call__ (broadcast $%__expr_8569760370475983843 $%__expr_-4332189904498382722 (StringTensor___init__ "broadcast.39") $%__expr_-9145136852942948248) $%__expr_-230735414473030379) (UnaryOp___call__ (broadcast $%__expr_8569760370475983843 $%__expr_-4332189904498382722 (StringTensor___init__ "broadcast.40") $%__expr_2098444771798610723) $%__expr_-7238469713715515801))) (UnaryOp___call__ (broadcast $%__expr_-7582832374925924324 $%__expr_5405636814860079750 (StringTensor___init__ "broadcast.46") (IntTuple___add__ $%__expr_2098444771798610723 $%__expr_-4815729050271210467)) (BinaryOp___call__ (compare $%__expr_1830038476767106560 $%__expr_5405636814860079750 (StringTensor___init__ "compare.44")) (UnaryOp___call__ (broadcast $%__expr_1830038476767106560 $%__expr_-4332189904498382722 (StringTensor___init__ "broadcast.42") $%__expr_-9145136852942948248) $%__expr_-230735414473030379) (UnaryOp___call__ (broadcast $%__expr_1830038476767106560 $%__expr_-4332189904498382722 (StringTensor___init__ "broadcast.43") $%__expr_2098444771798610723) $%__expr_4736034328705582859)))))
(let $%__expr_7701481709172785838 (IntTuple___add__ $%__expr_2098444771798610723 $%__expr_2414785639879353357))
(let $%__expr_-5043758399430709069 (BinaryOp___call__ (divide $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "divide.245")) (NaryOp___call__ (concatenate $%__expr_-3016580086357272757 $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "concatenate.229")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 (BinaryOp___call__ (subtract_xla $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "subtract.225")) (BinaryOp___call__ (multiply $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "multiply.223")) $%__expr_-1629021705689551749 $%__expr_5532528940903355404) (BinaryOp___call__ (multiply $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "multiply.224")) $%__expr_2072161566362410803 $%__expr_8673116907044179242))) (BinaryOp___call__ (add_xla $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "add.228")) (BinaryOp___call__ (multiply $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "multiply.226")) $%__expr_-1629021705689551749 $%__expr_8673116907044179242) (BinaryOp___call__ (multiply $%__expr_-8885688171770723304 $%__expr_43250753374430182 (StringTensor___init__ "multiply.227")) $%__expr_2072161566362410803 $%__expr_5532528940903355404))))) (UnaryOp___call__ (broadcast $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.244") $%__expr_7676728378111026563) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.243") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-4148379609151315050))))))
(let $%__expr_7181609879948930480 (UnaryOp___call__ (exp_xla $%__expr_-5809114903965367101 $%__expr_43250753374430182 (StringTensor___init__ "exponential.293")) (BinaryOp___call__ (subtract_xla $%__expr_-5809114903965367101 $%__expr_43250753374430182 (StringTensor___init__ "subtract.292")) $%__expr_-9091482200889601374 (UnaryOp___call__ (broadcast $%__expr_-5809114903965367101 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.291") $%__expr_1062650903983753593) (UnaryOp___call__ (reshape $%__expr_-3215649446283623168 $%__expr_43250753374430182 (StringTensor___init__ "reshape.290")) (BinaryOp___call__ (maximum_xla $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "maximum.278")) (NaryOp___call__ (reduce $%__expr_-1742406957868104574 $%__expr_-3016580086357272757 $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "reduce.265")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 (NaryOp___call__ (select $%__expr_-4524654540891236778 $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "select.254")) (TensorArr___init__ (vec-push (vec-push (vec-push $%__expr_463014422623832906 (UnaryOp___call__ (broadcast $%__expr_-7541190586253792133 $%__expr_5405636814860079750 (StringTensor___init__ "broadcast.253") $%__expr_7701481709172785838) (UnaryOp___call__ (reshape $%__expr_1830038476767106560 $%__expr_5405636814860079750 (StringTensor___init__ "reshape.252")) $%__expr_-83332345647080926))) (BinaryOp___call__ (dot_xla $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "dot.249")) $%__expr_-5043758399430709069 (UnaryOp___call__ (reshape $%__expr_-6965944473054330737 $%__expr_43250753374430182 (StringTensor___init__ "reshape.248")) (UnaryOp___call__ (broadcast $%__expr_7295362097999084912 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.247") $%__expr_-493790858086465406) (UnaryOp___call__ (reshape $%__expr_7306392975451507081 $%__expr_43250753374430182 (StringTensor___init__ "reshape.246")) $%__expr_1491917502286445791))))) (UnaryOp___call__ (broadcast $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.251") $%__expr_7676728378111026563) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.250") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-7880384998050047123)))))))) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.264") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-7512897737066945430)))))) (NaryOp___call__ (reduce $%__expr_-1742406957868104574 $%__expr_-3016580086357272757 $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "reduce.272")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 $%__expr_-9091482200889601374) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.271") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-7512897737066945430))))))))))))
(let $%__expr_1080405137063700041 (NaryOp___call__ (select $%__expr_-4524654540891236778 $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "select.254")) (TensorArr___init__ (vec-push (vec-push (vec-push $%__expr_463014422623832906 (UnaryOp___call__ (broadcast $%__expr_-7541190586253792133 $%__expr_5405636814860079750 (StringTensor___init__ "broadcast.253") $%__expr_7701481709172785838) (UnaryOp___call__ (reshape $%__expr_1830038476767106560 $%__expr_5405636814860079750 (StringTensor___init__ "reshape.252")) $%__expr_-83332345647080926))) (BinaryOp___call__ (dot_xla $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "dot.249")) $%__expr_-5043758399430709069 (UnaryOp___call__ (reshape $%__expr_-6965944473054330737 $%__expr_43250753374430182 (StringTensor___init__ "reshape.248")) (UnaryOp___call__ (broadcast $%__expr_7295362097999084912 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.247") $%__expr_-493790858086465406) (UnaryOp___call__ (reshape $%__expr_7306392975451507081 $%__expr_43250753374430182 (StringTensor___init__ "reshape.246")) $%__expr_1491917502286445791))))) (UnaryOp___call__ (broadcast $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.251") $%__expr_7676728378111026563) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.250") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-7880384998050047123))))))))
(let $%__expr_5515350417066368181 (UnaryOp___call__ (exp_xla $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "exponential.282")) (BinaryOp___call__ (subtract_xla $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "subtract.281")) $%__expr_1080405137063700041 (UnaryOp___call__ (broadcast $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.280") $%__expr_1062650903983753593) (UnaryOp___call__ (reshape $%__expr_-3215649446283623168 $%__expr_43250753374430182 (StringTensor___init__ "reshape.279")) (BinaryOp___call__ (maximum_xla $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "maximum.278")) (NaryOp___call__ (reduce $%__expr_-1742406957868104574 $%__expr_-3016580086357272757 $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "reduce.265")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 (NaryOp___call__ (select $%__expr_-4524654540891236778 $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "select.254")) (TensorArr___init__ (vec-push (vec-push (vec-push $%__expr_463014422623832906 (UnaryOp___call__ (broadcast $%__expr_-7541190586253792133 $%__expr_5405636814860079750 (StringTensor___init__ "broadcast.253") $%__expr_7701481709172785838) (UnaryOp___call__ (reshape $%__expr_1830038476767106560 $%__expr_5405636814860079750 (StringTensor___init__ "reshape.252")) $%__expr_-83332345647080926))) (BinaryOp___call__ (dot_xla $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "dot.249")) $%__expr_-5043758399430709069 (UnaryOp___call__ (reshape $%__expr_-6965944473054330737 $%__expr_43250753374430182 (StringTensor___init__ "reshape.248")) (UnaryOp___call__ (broadcast $%__expr_7295362097999084912 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.247") $%__expr_-493790858086465406) (UnaryOp___call__ (reshape $%__expr_7306392975451507081 $%__expr_43250753374430182 (StringTensor___init__ "reshape.246")) $%__expr_1491917502286445791))))) (UnaryOp___call__ (broadcast $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.251") $%__expr_7676728378111026563) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.250") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-7880384998050047123)))))))) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.264") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-7512897737066945430)))))) (NaryOp___call__ (reduce $%__expr_-1742406957868104574 $%__expr_-3016580086357272757 $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "reduce.272")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 $%__expr_-9091482200889601374) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.271") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-7512897737066945430))))))))))))
(let $%__expr_-1542072431027395000 (UnaryOp___call__ (reshape $%__expr_887281436623096487 $%__expr_43250753374430182 (StringTensor___init__ "reshape.216")) (BinaryOp___call__ (dot_xla $%__expr_-8670240704503480357 $%__expr_43250753374430182 (StringTensor___init__ "dot.213")) $%__expr_-5539788990080679230 (UnaryOp___call__ (custom_call $%__expr_6314892714057070213 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.202")) (Tensor___init__ (StringTensor___init__ "p20.21") $%__expr_6314892714057070213 $%__expr_43250753374430182 $%__expr_6876991871512843363)))))
(let $%__expr_-7570848187282235487 (UnaryOp___call__ (custom_call $%__expr_7306392975451507081 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.198")) (Tensor___init__ (StringTensor___init__ "p7.8") $%__expr_7306392975451507081 $%__expr_43250753374430182 $%__expr_6876991871512843363)))
(let $%__expr_3412490026866573093 (UnaryOp___call__ (reshape $%__expr_887281436623096487 $%__expr_43250753374430182 (StringTensor___init__ "reshape.70")) (BinaryOp___call__ (dot_xla $%__expr_-8670240704503480357 $%__expr_43250753374430182 (StringTensor___init__ "dot.67")) $%__expr_-1015891627560160117 (UnaryOp___call__ (custom_call $%__expr_6314892714057070213 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.56")) (Tensor___init__ (StringTensor___init__ "p11.12") $%__expr_6314892714057070213 $%__expr_43250753374430182 $%__expr_6876991871512843363)))))
(let $%__expr_4513888971859015446 (BinaryOp___call__ (maximum_xla $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "maximum.278")) (NaryOp___call__ (reduce $%__expr_-1742406957868104574 $%__expr_-3016580086357272757 $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "reduce.265")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 (NaryOp___call__ (select $%__expr_-4524654540891236778 $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "select.254")) (TensorArr___init__ (vec-push (vec-push (vec-push $%__expr_463014422623832906 (UnaryOp___call__ (broadcast $%__expr_-7541190586253792133 $%__expr_5405636814860079750 (StringTensor___init__ "broadcast.253") $%__expr_7701481709172785838) (UnaryOp___call__ (reshape $%__expr_1830038476767106560 $%__expr_5405636814860079750 (StringTensor___init__ "reshape.252")) $%__expr_-83332345647080926))) (BinaryOp___call__ (dot_xla $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "dot.249")) $%__expr_-5043758399430709069 (UnaryOp___call__ (reshape $%__expr_-6965944473054330737 $%__expr_43250753374430182 (StringTensor___init__ "reshape.248")) (UnaryOp___call__ (broadcast $%__expr_7295362097999084912 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.247") $%__expr_-493790858086465406) (UnaryOp___call__ (reshape $%__expr_7306392975451507081 $%__expr_43250753374430182 (StringTensor___init__ "reshape.246")) $%__expr_1491917502286445791))))) (UnaryOp___call__ (broadcast $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.251") $%__expr_7676728378111026563) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.250") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-7880384998050047123)))))))) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.264") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-7512897737066945430)))))) (NaryOp___call__ (reduce $%__expr_-1742406957868104574 $%__expr_-3016580086357272757 $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "reduce.272")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 $%__expr_-9091482200889601374) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.271") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-7512897737066945430))))))))
(let $%__expr_180593350369795557 (UnaryOp___call__ (custom_call $%__expr_7306392975451507081 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.52")) (Tensor___init__ (StringTensor___init__ "p5.6") $%__expr_7306392975451507081 $%__expr_43250753374430182 $%__expr_6876991871512843363)))
(let $%__expr_-7270651874258463548 (IntTuple___add__ $%__expr_-4815729050271210467 (IntTuple___add__ $%__expr_2098444771798610723 (IntTuple___add__ $%__expr_-9145136852942948248 $%__expr_2414785639879353357))))
(let $%__expr_-8904536519025451719 (UnaryOp___call__ (broadcast $%__expr_3334001411147306849 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.233") $%__expr_2414785639879353357) (UnaryOp___call__ (reshape $%__expr_-1060255801218150525 $%__expr_43250753374430182 (StringTensor___init__ "reshape.232")) $%__expr_-5393032001490244878)))
(let $%__expr_-8019728855191511740 (BinaryOp___call__ (add_xla $%__expr_970988463324955075 $%__expr_43250753374430182 (StringTensor___init__ "add.196")) (UnaryOp___call__ (reshape $%__expr_970988463324955075 $%__expr_43250753374430182 (StringTensor___init__ "reshape.195")) (UnaryOp___call__ (transpose $%__expr_7504702770541550180 $%__expr_43250753374430182 (StringTensor___init__ "transpose.194") $%__expr_-1398757307985845473) (BinaryOp___call__ (dot_xla $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "dot.193")) (BinaryOp___call__ (multiply $%__expr_6226685966605622071 $%__expr_43250753374430182 (StringTensor___init__ "multiply.192")) (BinaryOp___call__ (multiply $%__expr_6226685966605622071 $%__expr_43250753374430182 (StringTensor___init__ "multiply.190")) $%__expr_-2938317280478826799 (UnaryOp___call__ (log_xla $%__expr_6226685966605622071 $%__expr_43250753374430182 (StringTensor___init__ "logistic.189")) $%__expr_-2938317280478826799)) (BinaryOp___call__ (dot_xla $%__expr_6226685966605622071 $%__expr_43250753374430182 (StringTensor___init__ "dot.191")) $%__expr_452557796185398649 (UnaryOp___call__ (custom_call $%__expr_3257672333319215589 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.60")) (Tensor___init__ (StringTensor___init__ "p15.16") $%__expr_3257672333319215589 $%__expr_43250753374430182 $%__expr_6876991871512843363)))) (UnaryOp___call__ (custom_call $%__expr_3257672333319215589 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.61")) (Tensor___init__ (StringTensor___init__ "p16.17") $%__expr_3257672333319215589 $%__expr_43250753374430182 $%__expr_6876991871512843363))))) $%__expr_-1512881425436073085))
(let $%__expr_1151686521003743806 (UnaryOp___call__ (reshape $%__expr_7504702770541550180 $%__expr_43250753374430182 (StringTensor___init__ "reshape.333")) (UnaryOp___call__ (custom_call $%__expr_970988463324955075 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.332")) (BinaryOp___call__ (add_xla $%__expr_970988463324955075 $%__expr_43250753374430182 (StringTensor___init__ "add.330")) (UnaryOp___call__ (reshape $%__expr_970988463324955075 $%__expr_43250753374430182 (StringTensor___init__ "reshape.329")) (UnaryOp___call__ (transpose $%__expr_7504702770541550180 $%__expr_43250753374430182 (StringTensor___init__ "transpose.328") $%__expr_-1398757307985845473) (BinaryOp___call__ (dot_xla $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "dot.327")) (UnaryOp___call__ (reshape $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "reshape.326")) (UnaryOp___call__ (transpose $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "transpose.315") $%__expr_-7270651874258463548) (BinaryOp___call__ (divide $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "divide.314")) (BinaryOp___call__ (add_xla $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "add.311")) (BinaryOp___call__ (dot_xla $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "dot.309")) $%__expr_5515350417066368181 (UnaryOp___call__ (reshape $%__expr_-6965944473054330737 $%__expr_43250753374430182 (StringTensor___init__ "reshape.305")) (UnaryOp___call__ (broadcast $%__expr_7295362097999084912 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.304") $%__expr_-493790858086465406) (UnaryOp___call__ (reshape $%__expr_7306392975451507081 $%__expr_43250753374430182 (StringTensor___init__ "reshape.303")) $%__expr_-7570848187282235487)))) (BinaryOp___call__ (dot_xla $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "dot.310")) $%__expr_7181609879948930480 (UnaryOp___call__ (reshape $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "reshape.308")) (UnaryOp___call__ (broadcast $%__expr_1715866568967156001 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.307") $%__expr_-6147558561541869459) (UnaryOp___call__ (reshape $%__expr_-8971047228665288026 $%__expr_43250753374430182 (StringTensor___init__ "reshape.306")) $%__expr_-1542072431027395000))))) (UnaryOp___call__ (broadcast $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.313") $%__expr_1062650903983753593) (UnaryOp___call__ (reshape $%__expr_-3215649446283623168 $%__expr_43250753374430182 (StringTensor___init__ "reshape.312")) (UnaryOp___call__ (convert_xla $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "convert.302")) (BinaryOp___call__ (add_xla $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "add.301")) (NaryOp___call__ (reduce $%__expr_-1742406957868104574 $%__expr_-3016580086357272757 $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "reduce.284")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 $%__expr_5515350417066368181) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.283") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-5369558017121983332)))))) (NaryOp___call__ (reduce $%__expr_-1742406957868104574 $%__expr_-3016580086357272757 $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "reduce.295")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 $%__expr_7181609879948930480) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.294") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-5369558017121983332))))))))))))) (UnaryOp___call__ (custom_call $%__expr_7592761031329981043 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.203")) (Tensor___init__ (StringTensor___init__ "p21.22") $%__expr_7592761031329981043 $%__expr_43250753374430182 $%__expr_6876991871512843363))))) $%__expr_-8019728855191511740))))
(let $%__expr_7727207157741005465 (BinaryOp___call__ (add_xla $%__expr_970988463324955075 $%__expr_43250753374430182 (StringTensor___init__ "add.330")) (UnaryOp___call__ (reshape $%__expr_970988463324955075 $%__expr_43250753374430182 (StringTensor___init__ "reshape.329")) (UnaryOp___call__ (transpose $%__expr_7504702770541550180 $%__expr_43250753374430182 (StringTensor___init__ "transpose.328") $%__expr_-1398757307985845473) (BinaryOp___call__ (dot_xla $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "dot.327")) (UnaryOp___call__ (reshape $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "reshape.326")) (UnaryOp___call__ (transpose $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "transpose.315") $%__expr_-7270651874258463548) (BinaryOp___call__ (divide $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "divide.314")) (BinaryOp___call__ (add_xla $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "add.311")) (BinaryOp___call__ (dot_xla $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "dot.309")) $%__expr_5515350417066368181 (UnaryOp___call__ (reshape $%__expr_-6965944473054330737 $%__expr_43250753374430182 (StringTensor___init__ "reshape.305")) (UnaryOp___call__ (broadcast $%__expr_7295362097999084912 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.304") $%__expr_-493790858086465406) (UnaryOp___call__ (reshape $%__expr_7306392975451507081 $%__expr_43250753374430182 (StringTensor___init__ "reshape.303")) $%__expr_-7570848187282235487)))) (BinaryOp___call__ (dot_xla $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "dot.310")) $%__expr_7181609879948930480 (UnaryOp___call__ (reshape $%__expr_3084822801102392870 $%__expr_43250753374430182 (StringTensor___init__ "reshape.308")) (UnaryOp___call__ (broadcast $%__expr_1715866568967156001 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.307") $%__expr_-6147558561541869459) (UnaryOp___call__ (reshape $%__expr_-8971047228665288026 $%__expr_43250753374430182 (StringTensor___init__ "reshape.306")) $%__expr_-1542072431027395000))))) (UnaryOp___call__ (broadcast $%__expr_-7541190586253792133 $%__expr_43250753374430182 (StringTensor___init__ "broadcast.313") $%__expr_1062650903983753593) (UnaryOp___call__ (reshape $%__expr_-3215649446283623168 $%__expr_43250753374430182 (StringTensor___init__ "reshape.312")) (UnaryOp___call__ (convert_xla $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "convert.302")) (BinaryOp___call__ (add_xla $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "add.301")) (NaryOp___call__ (reduce $%__expr_-1742406957868104574 $%__expr_-3016580086357272757 $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "reduce.284")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 $%__expr_5515350417066368181) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.283") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-5369558017121983332)))))) (NaryOp___call__ (reduce $%__expr_-1742406957868104574 $%__expr_-3016580086357272757 $%__expr_2371693186799238654 $%__expr_43250753374430182 (StringTensor___init__ "reduce.295")) (TensorArr___init__ (vec-push (vec-push $%__expr_463014422623832906 $%__expr_7181609879948930480) (Constant_tensor (Constant___init__ (Tensor___init__ (StringTensor___init__ "constant.294") $%__expr_7676728378111026563 $%__expr_43250753374430182 $%__expr_-5369558017121983332))))))))))))) (UnaryOp___call__ (custom_call $%__expr_7592761031329981043 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.203")) (Tensor___init__ (StringTensor___init__ "p21.22") $%__expr_7592761031329981043 $%__expr_43250753374430182 $%__expr_6876991871512843363))))) $%__expr_-8019728855191511740))
(let $%__expr_-6404519204420161135 (IntTuple___init__ (Int___init__ 128256)))
(let $%__expr_-852638415102252222 (IntTuple___add__ $%__expr_954616962426675872 $%__expr_-6404519204420161135))
(let $%__expr_-6567784714280254548 (IntTuple___add__ (IntTuple___init__ (Int___init__ 1)) $%__expr_780613561810849412))
(constructor scatter_xla (Int IntTuple StringTensor StringTensor) NaryOp)
(let $%large_expr (TensorArr___init__ (vec-push (vec-push (vec-push (vec-push (vec-push $%__expr_463014422623832906 (UnaryOp___call__ (reshape (IntTuple___add__ $%__expr_-6404519204420161135 $%__expr_-6567784714280254548) $%__expr_43250753374430182 (StringTensor___init__ "reshape.347")) (BinaryOp___call__ (dot_xla (IntTuple___add__ $%__expr_-6404519204420161135 $%__expr_780613561810849412) $%__expr_43250753374430182 (StringTensor___init__ "dot.346")) (UnaryOp___call__ (custom_call $%__expr_-852638415102252222 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.30")) (Tensor___init__ (StringTensor___init__ "p27.28") $%__expr_-852638415102252222 $%__expr_43250753374430182 $%__expr_6876991871512843363)) (UnaryOp___call__ (reshape $%__expr_7504702770541550180 $%__expr_43250753374430182 (StringTensor___init__ "reshape.345")) (UnaryOp___call__ (custom_call $%__expr_970988463324955075 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.344")) (BinaryOp___call__ (add_xla $%__expr_970988463324955075 $%__expr_43250753374430182 (StringTensor___init__ "add.342")) (UnaryOp___call__ (reshape $%__expr_970988463324955075 $%__expr_43250753374430182 (StringTensor___init__ "reshape.341")) (UnaryOp___call__ (transpose $%__expr_7504702770541550180 $%__expr_43250753374430182 (StringTensor___init__ "transpose.340") $%__expr_-1398757307985845473) (BinaryOp___call__ (dot_xla $%__expr_-7431140694611891752 $%__expr_43250753374430182 (StringTensor___init__ "dot.339")) (BinaryOp___call__ (multiply $%__expr_6226685966605622071 $%__expr_43250753374430182 (StringTensor___init__ "multiply.338")) (BinaryOp___call__ (multiply $%__expr_6226685966605622071 $%__expr_43250753374430182 (StringTensor___init__ "multiply.336")) (BinaryOp___call__ (dot_xla $%__expr_6226685966605622071 $%__expr_43250753374430182 (StringTensor___init__ "dot.334")) $%__expr_1151686521003743806 (UnaryOp___call__ (custom_call $%__expr_3257672333319215589 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.205")) (Tensor___init__ (StringTensor___init__ "p23.24") $%__expr_3257672333319215589 $%__expr_43250753374430182 $%__expr_6876991871512843363))) (UnaryOp___call__ (log_xla $%__expr_6226685966605622071 $%__expr_43250753374430182 (StringTensor___init__ "logistic.335")) (BinaryOp___call__ (dot_xla $%__expr_6226685966605622071 $%__expr_43250753374430182 (StringTensor___init__ "dot.334")) $%__expr_1151686521003743806 (UnaryOp___call__ (custom_call $%__expr_3257672333319215589 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.205")) (Tensor___init__ (StringTensor___init__ "p23.24") $%__expr_3257672333319215589 $%__expr_43250753374430182 $%__expr_6876991871512843363))))) (BinaryOp___call__ (dot_xla $%__expr_6226685966605622071 $%__expr_43250753374430182 (StringTensor___init__ "dot.337")) $%__expr_1151686521003743806 (UnaryOp___call__ (custom_call $%__expr_3257672333319215589 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.206")) (Tensor___init__ (StringTensor___init__ "p24.25") $%__expr_3257672333319215589 $%__expr_43250753374430182 $%__expr_6876991871512843363)))) (UnaryOp___call__ (custom_call $%__expr_3257672333319215589 $%__expr_43250753374430182 (StringTensor___init__ "custom-call.207")) (Tensor___init__ (StringTensor___init__ "p25.26") $%__expr_3257672333319215589 $%__expr_43250753374430182 $%__expr_6876991871512843363))))) $%__expr_7727207157741005465)))))) (NaryOp___call__ (scatter_xla $%__expr_-4524654540891236778 $%__expr_7306392975451507081 $%__expr_43250753374430182 (StringTensor___init__ "scatter.170")) (TensorArr___init__ (vec-push (vec-push (vec-push $%__expr_463014422623832906 $%__expr_-8187757278872548646) $%__expr_-7238469713715515801) $%__expr_-8318127460193195056)))) (NaryOp___call__ (scatter_xla $%__expr_-4524654540891236778 $%__expr_7306392975451507081 $%__expr_43250753374430182 (StringTensor___init__ "scatter.175")) (TensorArr___init__ (vec-push (vec-push (vec-push $%__expr_463014422623832906 $%__expr_180593350369795557) $%__expr_-7238469713715515801) $%__expr_3412490026866573093)))) (NaryOp___call__ (scatter_xla $%__expr_-4524654540891236778 $%__expr_7306392975451507081 $%__expr_43250753374430182 (StringTensor___init__ "scatter.316")) (TensorArr___init__ (vec-push (vec-push (vec-push $%__expr_463014422623832906 $%__expr_1491917502286445791) $%__expr_-7238469713715515801) $%__expr_7708990606695058033)))) (NaryOp___call__ (scatter_xla $%__expr_-4524654540891236778 $%__expr_7306392975451507081 $%__expr_43250753374430182 (StringTensor___init__ "scatter.321")) (TensorArr___init__ (vec-push (vec-push (vec-push $%__expr_463014422623832906 $%__expr_-7570848187282235487) $%__expr_-7238469713715515801) $%__expr_-1542072431027395000))))))
(extract $%large_expr 0)